diff --git a/website/docs/api/scorer.md b/website/docs/api/scorer.md index 180665929..8ad735e0d 100644 --- a/website/docs/api/scorer.md +++ b/website/docs/api/scorer.md @@ -46,19 +46,19 @@ Update the evaluation scores from a single [`Doc`](/api/doc) / ## Properties -| Name | Type | Description | -| --------------------------------------------------- | ----- | ---------------------------------------------------------------------------------------------------------- | -| `token_acc` | float | Tokenization accuracy. | -| `tags_acc` | float | Part-of-speech tag accuracy (fine grained tags, i.e. `Token.tag`). | -| `uas` | float | Unlabelled dependency score. | -| `las` | float | Labelled dependency score. | -| `ents_p` | float | Named entity accuracy (precision). | -| `ents_r` | float | Named entity accuracy (recall). | -| `ents_f` | float | Named entity accuracy (F-score). | -| `ents_per_type` 2.1.5 | dict | Scores per entity label. Keyed by label, mapped to a dict of `p`, `r` and `f` scores. | +| Name | Type | Description | +| --------------------------------------------------- | ----- | -------------------------------------------------------------------------------------- | +| `token_acc` | float | Tokenization accuracy. | +| `tags_acc` | float | Part-of-speech tag accuracy (fine grained tags, i.e. `Token.tag`). | +| `uas` | float | Unlabelled dependency score. | +| `las` | float | Labelled dependency score. | +| `ents_p` | float | Named entity accuracy (precision). | +| `ents_r` | float | Named entity accuracy (recall). | +| `ents_f` | float | Named entity accuracy (F-score). | +| `ents_per_type` 2.1.5 | dict | Scores per entity label. Keyed by label, mapped to a dict of `p`, `r` and `f` scores. | | `textcat_f` 3.0 | float | F-score on positive label for binary classification, macro-averaged F-score otherwise. | -| `textcat_auc` | float | Macro-averaged AUC ROC score for multilabel classification (`-1` if undefined). | -| `textcats_f_per_cat` 3.0 | dict | F-scores per textcat label, keyed by label. | -| `textcats_auc_per_cat` 3.0 | dict | ROC AUC scores per textcat label, keyed by label. | -| `las_per_type` 2.2.3 | dict | Labelled dependency scores, keyed by label. | -| `scores` | dict | All scores, keyed by type. | +| `textcat_auc` 3.0 | float | Macro-averaged AUC ROC score for multilabel classification (`-1` if undefined). | +| `textcats_f_per_cat` 3.0 | dict | F-scores per textcat label, keyed by label. | +| `textcats_auc_per_cat` 3.0 | dict | ROC AUC scores per textcat label, keyed by label. | +| `las_per_type` 2.2.3 | dict | Labelled dependency scores, keyed by label. | +| `scores` | dict | All scores, keyed by type. |